Camera Calibration in High-Speed Robotic Assembly Operations

被引:0
|
作者
Parpala, Radu Constantin [1 ]
Ivan, Mario Andrei [1 ]
Parpala, Lidia Florentina [1 ]
Cote, Costel Emil [1 ]
Popa, Cicerone Laureniu [1 ]
机构
[1] Natl Univ Sci & Technol Politehn Bucharest, Robots & Prod Syst Dept, Splaiul Independenei 313, Bucharest 060042, Romania
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 19期
关键词
planar regression; computer vision; automated assembly; industrial robots; camera calibration;
D O I
10.3390/app14198687
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application The presented methodology can be used in all robotic assembly tasks where the camera position changes during operation, such as tasks where the camera is mounted on the robotic arm near the end-effector-for example, in fuse box assembly applications.Abstract The increase in positioning accuracy and repeatability allowed the integration of robots in assembly operations using guidance systems (structured applications) or video acquisition systems (unstructured applications). This paper proposes a procedure to determine the measuring plane using a 3D laser camera. To validate the procedure, the camera coordinates and orientation will be verified using robot coordinates. This procedure is an essential element for camera calibration and consists of developing a mathematical model using the least square method and planar regression. The mathematical model is considered necessary as a step towards optimizing the integration of robotic vision systems in assembly applications. A better calibrated camera has the potential to provide better recognition results, which are essential in this field. These improved results can then be used to increase the accuracy and repeatability of the robot.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] High-Speed Camera Calibration Method Based on Airborne Identification Target
    Liu Zeqing
    Xu Yong
    Du Bojun
    Wang Yalin
    LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (14)
  • [2] Dynamic camera calibration to estimate mean vehicle speed
    Pumrin, S
    Dailey, DJ
    IMAGE PROCESSING: ALGORITHMS AND SYSTEMS, 2002, 4667 : 472 - 483
  • [3] Optimizing Trajectory Points for High Speed Robot Assembly Operations
    Anton, Florin
    Anton, Silvia
    Raileanu, Silviu
    Borangiu, Theodor
    ADVANCES IN ROBOT DESIGN AND INTELLIGENT CONTROL, 2016, 371 : 127 - 135
  • [4] Study on aircraft speed measurement method based on computer vision of high-speed camera
    Zhang, Yifei
    Feng, Can
    Liu, Yayan
    Li, Ruijie
    Lei, Aigiang
    SIXTH SYMPOSIUM ON NOVEL OPTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATIONS, 2020, 11455
  • [5] A machine vision approach to seam sensing for high-speed robotic sealing
    Arakawa, K
    Kakizaki, T
    Omyo, S
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2000, E83D (07) : 1353 - 1357
  • [6] Vehicle Speed Measurement Based on Camera Calibration
    Song, Yuqing
    Guan, Zhiwei
    He, Wenzhang
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON GRAPHICS AND SIGNAL PROCESSING (ICGSP 2018), 2018, : 12 - 15
  • [7] Oriented Planetary Exploration Robotic Vision Binocular Camera Calibration
    Gui, Chen
    Peng, Jun
    Li, Zuojin
    INTERNATIONAL JOURNAL OF COGNITIVE INFORMATICS AND NATURAL INTELLIGENCE, 2013, 7 (04) : 83 - 95
  • [8] Designing a Multimodal Corpus of Audio-Visual Speech using a High-Speed Camera
    Karpov, Alexey
    Ronzhin, Andrey
    Kipyatkova, Irina
    PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 519 - 522
  • [9] Determination of local strains and breaking behaviour of wet paper using a high-speed camera
    Lappalainen, Timo
    Kouko, Jarmo
    NORDIC PULP & PAPER RESEARCH JOURNAL, 2011, 26 (03) : 288 - 296
  • [10] A Framework for Recording Audio-Visual Speech Corpora with a Microphone and a High-Speed Camera
    Karpov, Alexey
    Kipyatkova, Irina
    Zelezny, Milos
    SPEECH AND COMPUTER, 2014, 8773 : 50 - 57